Problem about shuffle buffer size for unconditional GAN

google / compare_gan

Compare GAN code.

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Problem about shuffle buffer size for unconditional GAN #40

Closed RuiLiFeng closed 5 years ago

RuiLiFeng commented 5 years ago

I notice that the shuffle buffer size is 10000, and is not included in gin configurations. While the original imagenet datasets are sorted by classes, this means that the images are feeded to the unconditional GANs with class info. Could that contradicts the unconditional training, especially for SSGAN and S3GAN?

Marvin182 commented 5 years ago

TensorFlow Datasets does not store images in original order.